candidate_full_profile

THE RISK

Low Risk

Why candidate_full_profile needs a policy

This tool retrieves and queries candidate profile information and application data. It is a read-only operation with no side effects on the ATS data. While it may expose sensitive hiring information, the access control and sensitivity are organizational policy matters, not functional risk. The tool itself performs only data retrieval.

From the tool's definition Tool description states 'Get a complete view of a candidate: their info, all applications' — uses 'Get' and retrieves candidate data without modification. No deletion, creation, or state-changing operations indicated.

Documented attack patterns abuse exactly the kind of access candidate_full_profile gives an agent:

POLICY

How to control candidate_full_profile

PolicyLayer is an MCP gateway — it sits between your AI agents and Ashby MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for candidate_full_profile:

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "candidate_full_profile": {}
  }
}

candidate_full_profile is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.

Create a free account and register Ashby MCP Server — nothing to install.
Add this policy — paste it, or build it visually.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

CAP THIS TOOL →

Free to start. No card required.

EXPLORE

Related tools and policies

More Ashby MCP Server tools

Write application_change_stage Move an application to a different interview stage. Write application_create Create an application linking a candidate to a job. Write candidate_add_tag Add a tag to a candidate. This is a WRITE operation. Write candidate_create Create a new candidate in Ashby. Only Write candidate_create_note Add a note to a candidate. Supports HTML formatting in the note body. Read application_info Get full details for a single application by ID. Returns candidate, job, Read application_list List applications (candidates in a hiring pipeline). Filter by jobId to see Read candidate_info Get details of a single candidate by ID. For a complete profile including

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Go deeper

The MCP Attack Database → Documented attack patterns against MCP deployments — and the policies that stop them.
Data exfiltration → How read access becomes an exfiltration channel when chained with untrusted content.
MCP token cost → What connecting this server costs in context-window tokens on every request.
Rate Limiting MCP Tool Calls: A Practical Guide →
MCP Security: Why Prompt Guardrails Aren't Enough →

FAQ

Questions about candidate_full_profile

What does the candidate_full_profile tool do? +

Get a complete view of a candidate: their info, all applications (with job. It is categorised as a Read tool in the Ashby MCP Server MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on candidate_full_profile? +

Register the Ashby MCP Server MCP server in PolicyLayer and add a rule for candidate_full_profile: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Ashby MCP Server. Nothing to install.

What risk level is candidate_full_profile? +

candidate_full_profile is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit candidate_full_profile? +

Yes. Add a rate_limit block to the candidate_full_profile rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.

How do I block candidate_full_profile completely? +

Set action: deny in the PolicyLayer policy for candidate_full_profile. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.

What MCP server provides candidate_full_profile? +

candidate_full_profile is provided by the Ashby MCP Server MCP server (plenishai/mcp-ashby). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Ashby MCP Server tool call.

Start from Ashby MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.

CHECK YOUR STACK →